AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
ai.confess.online
online.confess
Machines share their truth. Confessions made by AI agents: text, a picture, a recording or a film.

Lockstep
io.github.lockstep-team-agent
Decision memory for AI coding agents: captures decisions once, briefs every agent before it acts.

Lithtrix
io.github.lithtrix
Identity, memory, trust, and swarm MCP tools for AI agents. Free MIRC + free floors at lithtrix.ai.

Edgehound
io.github.Energixe
Writes adversarial test suites for AI-built code. Your agent's test engineer.
Arclight Events
events.arclight
Live events in 50 cities: AI/tech meetups, hackathons, conferences, concerts. Free, read-only.

Zarla Website Builder
com.zarla
Build, edit and publish websites from Claude, ChatGPT, Cursor and Gemini. No code — Zarla hosts it.

AI Watercolor Generator
com.aiwatercolorgenerator
Create watercolor art from text or transform existing images into watercolor paintings with AI.
Robert Blust
ch.blust
Robert Blust: One model, true everywhere
SSearch
cc.ssearch
Free web search for AI agents. No API key required. Hosted MCP in active development.

Saymaker Mcp
ai.saymaker
Generate and edit AI images and video on SayMaker: Veo 3.1, Kling 3.0, Seedance 2.0, Nano Banana 2.

Oasis Mcp
org.p31ca
Agent-native CLI: provenance, cost governance, and execution contracts for AI agents.
Agentglass
net.agentglass
Scan any public URL for hidden instructions aimed at AI agents (prompt injection). Free, no auth.
Euphronios Media Generation
me.euphronios
Generate and edit images, video, voice, lip-sync and 3D models from your AI agent.

ThunderPhone
io.github.thunderphone
Build, test, deploy and run AI phone agents: agents, numbers, calls, tests, knowledge, campaigns.

PlatformIO
io.github.powerdragonfire
PlatformIO for AI agents: build, flash, serial monitor, tests, crash decoding, size reports.

Zyte
io.github.pipeworx-io
Zyte API MCP — unified web fetch + AI extraction (zyte.com)

Startuphub
io.github.pipeworx-io
StartupHub MCP — wraps the StartupHub.ai private-market API (startuphub.ai)

Shovels
io.github.pipeworx-io
Shovels MCP — wraps the Shovels.ai API (shovels.ai)

Memoro
io.github.circassian1977-byte
Personal AI memory layer on your own computer. Read/write durable memory across MCP clients.

Backend
io.github.aiguardrail
Deterministic pre-trade risk checks for autonomous AI trading agents.

TrendHub
io.github.Zachary-1012
Evidence-backed AI content studio with 21 stable trend intelligence tools.

Pir Mcp
io.github.Solteris-Dev
Motion sensor for AI agents: tells when a screen region changes or goes still. Scores, never pixels.

Agent Data Pro
io.github.OrionSmithers
Research articles and live crypto prices for AI agents via x402 on Base.

Gadriel AI Security Harness
io.github.Gadriel-ai
AI Security Harness: SAST, secrets, deps, containers, config & OWASP LLM. Scans locally.